Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 832 |
| Missing cells | 3072 |
| Missing cells (%) | 14.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 162.6 KiB |
| Average record size in memory | 200.2 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 7 |
publication_date has a high cardinality: 221 distinct values | High cardinality |
contact_name has a high cardinality: 161 distinct values | High cardinality |
seller_name has a high cardinality: 83 distinct values | High cardinality |
cadastral_geocode has a high cardinality: 307 distinct values | High cardinality |
region_geocode has a high cardinality: 243 distinct values | High cardinality |
region_capital has a high cardinality: 64 distinct values | High cardinality |
region_capital_geocode has a high cardinality: 64 distinct values | High cardinality |
views is highly overall correlated with shown_by_days | High correlation |
price_value is highly overall correlated with seller_name | High correlation |
shown_by_days is highly overall correlated with views | High correlation |
region_square is highly overall correlated with criminality and 6 other fields | High correlation |
population is highly overall correlated with grp and 3 other fields | High correlation |
grp is highly overall correlated with population and 3 other fields | High correlation |
criminality is highly overall correlated with region_square and 2 other fields | High correlation |
km_to_msk is highly overall correlated with cadastral_long and 4 other fields | High correlation |
km_to_region_capital is highly overall correlated with seller_name | High correlation |
cadastral_lat is highly overall correlated with region_lat and 3 other fields | High correlation |
cadastral_long is highly overall correlated with region_square and 5 other fields | High correlation |
region_lat is highly overall correlated with km_to_msk and 4 other fields | High correlation |
region_long is highly overall correlated with region_square and 5 other fields | High correlation |
region_capital_lat is highly overall correlated with cadastral_lat and 3 other fields | High correlation |
region_capital_long is highly overall correlated with region_square and 5 other fields | High correlation |
seller_name is highly overall correlated with price_value and 7 other fields | High correlation |
region_capital is highly overall correlated with region_square and 11 other fields | High correlation |
region_capital_geocode is highly overall correlated with region_square and 11 other fields | High correlation |
square has 401 (48.2%) missing values | Missing |
cadastral_geocode has 453 (54.4%) missing values | Missing |
region_geocode has 19 (2.3%) missing values | Missing |
distance has 528 (63.5%) missing values | Missing |
km_to_msk has 9 (1.1%) missing values | Missing |
km_to_region_capital has 519 (62.4%) missing values | Missing |
cadastral_lat has 518 (62.3%) missing values | Missing |
cadastral_long has 518 (62.3%) missing values | Missing |
region_lat has 19 (2.3%) missing values | Missing |
region_long has 19 (2.3%) missing values | Missing |
square has 54 (6.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-29 03:05:52.496933 |
|---|---|
| Analysis finished | 2023-01-29 03:06:13.051624 |
| Duration | 20.55 seconds |
| Software version | pandas-profiling vv3.6.2 |
| Download configuration | config.json |
asset_id
Real number (ℝ)
| Distinct | 831 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 544818.12 |
| Minimum | 100496 |
|---|---|
| Maximum | 998040 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 100496 |
|---|---|
| 5-th percentile | 140259.5 |
| Q1 | 315455.5 |
| median | 547990 |
| Q3 | 768314.5 |
| 95-th percentile | 940113 |
| Maximum | 998040 |
| Range | 897544 |
| Interquartile range (IQR) | 452859 |
Descriptive statistics
| Standard deviation | 260732.4 |
|---|---|
| Coefficient of variation (CV) | 0.47856778 |
| Kurtosis | -1.2158684 |
| Mean | 544818.12 |
| Median Absolute Deviation (MAD) | 226900 |
| Skewness | -0.021867698 |
| Sum | 4.5274386 × 108 |
| Variance | 6.7981383 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 814114 | 1 | 0.1% |
| 641505 | 1 | 0.1% |
| 697762 | 1 | 0.1% |
| 537171 | 1 | 0.1% |
| 342401 | 1 | 0.1% |
| 201353 | 1 | 0.1% |
| 447714 | 1 | 0.1% |
| 905193 | 1 | 0.1% |
| 629226 | 1 | 0.1% |
| 400422 | 1 | 0.1% |
| Other values (821) | 821 |
| Value | Count | Frequency (%) |
| 100496 | 1 | |
| 101443 | 1 | |
| 104555 | 1 | |
| 105515 | 1 | |
| 106909 | 1 | |
| 107052 | 1 | |
| 108898 | 1 | |
| 110222 | 1 | |
| 110724 | 1 | |
| 112385 | 1 |
| Value | Count | Frequency (%) |
| 998040 | 1 | |
| 996980 | 1 | |
| 996019 | 1 | |
| 994039 | 1 | |
| 994022 | 1 | |
| 993964 | 1 | |
| 990213 | 1 | |
| 987572 | 1 | |
| 983435 | 1 | |
| 982025 | 1 |
views
Real number (ℝ)
| Distinct | 350 |
|---|---|
| Distinct (%) | 42.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 227.46931 |
| Minimum | 14 |
|---|---|
| Maximum | 2311 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 33.5 |
| Q1 | 129 |
| median | 154 |
| Q3 | 278.5 |
| 95-th percentile | 610.5 |
| Maximum | 2311 |
| Range | 2297 |
| Interquartile range (IQR) | 149.5 |
Descriptive statistics
| Standard deviation | 227.62373 |
|---|---|
| Coefficient of variation (CV) | 1.0006788 |
| Kurtosis | 19.563133 |
| Mean | 227.46931 |
| Median Absolute Deviation (MAD) | 47 |
| Skewness | 3.6393965 |
| Sum | 189027 |
| Variance | 51812.563 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 143 | 17 | 2.0% |
| 153 | 15 | 1.8% |
| 164 | 14 | 1.7% |
| 137 | 14 | 1.7% |
| 142 | 14 | 1.7% |
| 150 | 11 | 1.3% |
| 149 | 11 | 1.3% |
| 157 | 10 | 1.2% |
| 132 | 9 | 1.1% |
| 144 | 9 | 1.1% |
| Other values (340) | 707 |
| Value | Count | Frequency (%) |
| 14 | 3 | |
| 15 | 5 | |
| 16 | 2 | 0.2% |
| 17 | 1 | 0.1% |
| 19 | 1 | 0.1% |
| 20 | 2 | 0.2% |
| 22 | 1 | 0.1% |
| 23 | 5 | |
| 24 | 3 | |
| 25 | 7 |
| Value | Count | Frequency (%) |
| 2311 | 1 | |
| 2000 | 1 | |
| 1662 | 1 | |
| 1535 | 1 | |
| 1502 | 1 | |
| 1398 | 1 | |
| 1286 | 1 | |
| 1100 | 1 | |
| 1088 | 1 | |
| 1072 | 1 |
publication_date
Categorical
| Distinct | 221 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 6.6 KiB |
| 25 июля 2022 | |
|---|---|
| 15 ноября 2022 | |
| 27 мая 2021 | 17 |
| 05 апреля 2022 | 11 |
| 24 мая 2021 | 8 |
| Other values (216) |
Length
| Max length | 6438 |
|---|---|
| Median length | 5863 |
| Mean length | 43.056558 |
| Min length | 11 |
Characters and Unicode
| Total characters | 35780 |
|---|---|
| Distinct characters | 128 |
| Distinct categories | 14 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 5 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 139 ? |
|---|---|
| Unique (%) | 16.7% |
Sample
| 1st row | 15 ноября 2022 |
|---|---|
| 2nd row | 31 марта 2022 |
| 3rd row | 18 апреля 2022 |
| 4th row | 25 июня 2022 |
| 5th row | 17 июня 2022 |
Common Values
| Value | Count | Frequency (%) |
| 25 июля 2022 | 324 | |
| 15 ноября 2022 | 106 | 12.7% |
| 27 мая 2021 | 17 | 2.0% |
| 05 апреля 2022 | 11 | 1.3% |
| 24 мая 2021 | 8 | 1.0% |
| 24 ноября 2022 | 7 | 0.8% |
| 01 сентября 2022 | 7 | 0.8% |
| 15 декабря 2022 | 6 | 0.7% |
| 06 сентября 2021 | 5 | 0.6% |
| 15 марта 2021 | 5 | 0.6% |
| Other values (211) | 335 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2022 | 652 | 15.0% |
| июля | 349 | 8.0% |
| 25 | 342 | 7.9% |
| ноября | 148 | 3.4% |
| 2021 | 139 | 3.2% |
| 15 | 132 | 3.0% |
| декабря | 72 | 1.7% |
| сентября | 45 | 1.0% |
| мая | 43 | 1.0% |
| по | 37 | 0.9% |
| Other values (568) | 2377 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3505 | 9.8% | |
| 2 | 3072 | 8.6% |
| 0 | 1303 | 3.6% |
| s | 1200 | 3.4% |
| я | 1156 | 3.2% |
| а | 958 | 2.7% |
| - | 947 | 2.6% |
| о | 945 | 2.6% |
| e | 938 | 2.6% |
| i | 835 | 2.3% |
| Other values (118) | 20921 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 20833 | |
| Decimal Number | 6425 | 18.0% |
| Space Separator | 3505 | 9.8% |
| Other Punctuation | 1771 | 4.9% |
| Math Symbol | 1521 | 4.3% |
| Dash Punctuation | 957 | 2.7% |
| Uppercase Letter | 556 | 1.6% |
| Connector Punctuation | 124 | 0.3% |
| Other Symbol | 26 | 0.1% |
| Open Punctuation | 22 | 0.1% |
| Other values (4) | 40 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 1200 | 5.8% |
| я | 1156 | 5.5% |
| а | 958 | 4.6% |
| о | 945 | 4.5% |
| e | 938 | 4.5% |
| i | 835 | 4.0% |
| t | 827 | 4.0% |
| и | 821 | 3.9% |
| a | 816 | 3.9% |
| р | 780 | 3.7% |
| Other values (47) | 11557 |
Uppercase Letter
| Value | Count | Frequency (%) |
| Н | 44 | 7.9% |
| П | 41 | 7.4% |
| И | 40 | 7.2% |
| С | 40 | 7.2% |
| О | 38 | 6.8% |
| З | 36 | 6.5% |
| А | 28 | 5.0% |
| Р | 27 | 4.9% |
| М | 26 | 4.7% |
| V | 24 | 4.3% |
| Other values (27) | 212 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 3072 | |
| 0 | 1303 | |
| 1 | 667 | 10.4% |
| 5 | 564 | 8.8% |
| 7 | 151 | 2.4% |
| 3 | 141 | 2.2% |
| 6 | 141 | 2.2% |
| 4 | 137 | 2.1% |
| 8 | 136 | 2.1% |
| 9 | 113 | 1.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| " | 808 | |
| / | 299 | 16.9% |
| . | 246 | 13.9% |
| : | 184 | 10.4% |
| , | 177 | 10.0% |
| @ | 26 | 1.5% |
| ; | 14 | 0.8% |
| % | 12 | 0.7% |
| & | 3 | 0.2% |
| # | 2 | 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 556 | |
| > | 556 | |
| = | 401 | |
| + | 8 | 0.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 947 | |
| – | 10 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 3505 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 124 |
Other Symbol
| Value | Count | Frequency (%) |
| № | 26 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 22 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 21 |
Final Punctuation
| Value | Count | Frequency (%) |
| » | 9 |
Initial Punctuation
| Value | Count | Frequency (%) |
| « | 9 |
Control
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 14391 | |
| Cyrillic | 11727 | |
| Latin | 9662 |
Most frequent character per script
Cyrillic
| Value | Count | Frequency (%) |
| я | 1156 | 9.9% |
| а | 958 | 8.2% |
| о | 945 | 8.1% |
| и | 821 | 7.0% |
| р | 780 | 6.7% |
| е | 749 | 6.4% |
| н | 739 | 6.3% |
| л | 665 | 5.7% |
| т | 513 | 4.4% |
| с | 472 | 4.0% |
| Other values (45) | 3929 |
Latin
| Value | Count | Frequency (%) |
| s | 1200 | |
| e | 938 | 9.7% |
| i | 835 | 8.6% |
| t | 827 | 8.6% |
| a | 816 | 8.4% |
| c | 626 | 6.5% |
| l | 552 | 5.7% |
| n | 531 | 5.5% |
| o | 455 | 4.7% |
| d | 414 | 4.3% |
| Other values (29) | 2468 |
Common
| Value | Count | Frequency (%) |
| 3505 | ||
| 2 | 3072 | |
| 0 | 1303 | 9.1% |
| - | 947 | 6.6% |
| " | 808 | 5.6% |
| 1 | 667 | 4.6% |
| 5 | 564 | 3.9% |
| < | 556 | 3.9% |
| > | 556 | 3.9% |
| = | 401 | 2.8% |
| Other values (24) | 2012 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23999 | |
| Cyrillic | 11727 | |
| Letterlike Symbols | 26 | 0.1% |
| None | 18 | 0.1% |
| Punctuation | 10 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3505 | 14.6% | |
| 2 | 3072 | 12.8% |
| 0 | 1303 | 5.4% |
| s | 1200 | 5.0% |
| - | 947 | 3.9% |
| e | 938 | 3.9% |
| i | 835 | 3.5% |
| t | 827 | 3.4% |
| a | 816 | 3.4% |
| " | 808 | 3.4% |
| Other values (59) | 9748 |
Cyrillic
| Value | Count | Frequency (%) |
| я | 1156 | 9.9% |
| а | 958 | 8.2% |
| о | 945 | 8.1% |
| и | 821 | 7.0% |
| р | 780 | 6.7% |
| е | 749 | 6.4% |
| н | 739 | 6.3% |
| л | 665 | 5.7% |
| т | 513 | 4.4% |
| с | 472 | 4.0% |
| Other values (45) | 3929 |
Letterlike Symbols
| Value | Count | Frequency (%) |
| № | 26 |
Punctuation
| Value | Count | Frequency (%) |
| – | 10 |
None
| Value | Count | Frequency (%) |
| » | 9 | |
| « | 9 |
contact_name
Categorical
| Distinct | 161 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 6.6 KiB |
| Васильева Наталья Георгиевна | |
|---|---|
| Контактный Центр Банка | |
| Сотрудник ПАО Сбербанк | |
| Коваленко Александр Ан | |
| Самойленко Денис Сергеевич | 26 |
| Other values (156) |
Length
| Max length | 41 |
|---|---|
| Median length | 37 |
| Mean length | 25.45367 |
| Min length | 4 |
Characters and Unicode
| Total characters | 21152 |
|---|---|
| Distinct characters | 68 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 107 ? |
|---|---|
| Unique (%) | 12.9% |
Sample
| 1st row | Контактный Центр Банка |
|---|---|
| 2nd row | Гаас Александра Георгиевна |
| 3rd row | Брюнель Ева Жисленовна |
| 4th row | Плесняев Александр Александрович |
| 5th row | Беликин Иван Владимирович |
Common Values
| Value | Count | Frequency (%) |
| Васильева Наталья Георгиевна | 327 | |
| Контактный Центр Банка | 105 | 12.6% |
| Сотрудник ПАО Сбербанк | 51 | 6.1% |
| Коваленко Александр Ан | 33 | 4.0% |
| Самойленко Денис Сергеевич | 26 | 3.1% |
| Шуховцев Алексей Алексеевич | 10 | 1.2% |
| Елтаренко Мария Ивановна | 8 | 1.0% |
| Закржевская Евгения Степановна | 8 | 1.0% |
| Николаев Алексей Андреевич | 8 | 1.0% |
| Остроухова Алла | 7 | 0.8% |
| Other values (151) | 248 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| георгиевна | 333 | 13.5% |
| наталья | 331 | 13.5% |
| васильева | 328 | 13.3% |
| контактный | 105 | 4.3% |
| центр | 105 | 4.3% |
| банка | 105 | 4.3% |
| сотрудник | 55 | 2.2% |
| пао | 51 | 2.1% |
| сбербанк | 51 | 2.1% |
| александр | 44 | 1.8% |
| Other values (267) | 952 |
Most occurring characters
| Value | Count | Frequency (%) |
| а | 2800 | |
| е | 1935 | 9.1% |
| 1662 | 7.9% | |
| н | 1422 | 6.7% |
| и | 1293 | 6.1% |
| в | 1276 | 6.0% |
| л | 1171 | 5.5% |
| о | 1069 | 5.1% |
| р | 941 | 4.4% |
| т | 826 | 3.9% |
| Other values (58) | 6757 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16919 | |
| Uppercase Letter | 2562 | 12.1% |
| Space Separator | 1662 | 7.9% |
| Other Punctuation | 4 | < 0.1% |
| Decimal Number | 3 | < 0.1% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| а | 2800 | |
| е | 1935 | |
| н | 1422 | |
| и | 1293 | 7.6% |
| в | 1276 | 7.5% |
| л | 1171 | 6.9% |
| о | 1069 | 6.3% |
| р | 941 | 5.6% |
| т | 826 | 4.9% |
| ь | 769 | 4.5% |
| Other values (22) | 3417 |
Uppercase Letter
| Value | Count | Frequency (%) |
| В | 429 | |
| Н | 370 | |
| Г | 359 | |
| А | 265 | |
| С | 222 | |
| К | 185 | |
| Б | 135 | 5.3% |
| Ц | 106 | 4.1% |
| О | 88 | 3.4% |
| П | 73 | 2.8% |
| Other values (18) | 330 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 5 | 1 | |
| 9 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3 | |
| / | 1 | 25.0% |
Space Separator
| Value | Count | Frequency (%) |
| 1662 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Cyrillic | 19481 | |
| Common | 1671 | 7.9% |
Most frequent character per script
Cyrillic
| Value | Count | Frequency (%) |
| а | 2800 | |
| е | 1935 | 9.9% |
| н | 1422 | 7.3% |
| и | 1293 | 6.6% |
| в | 1276 | 6.5% |
| л | 1171 | 6.0% |
| о | 1069 | 5.5% |
| р | 941 | 4.8% |
| т | 826 | 4.2% |
| ь | 769 | 3.9% |
| Other values (50) | 5979 |
Common
| Value | Count | Frequency (%) |
| 1662 | ||
| . | 3 | 0.2% |
| ( | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| ) | 1 | 0.1% |
| / | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Cyrillic | 19481 | |
| ASCII | 1671 | 7.9% |
Most frequent character per block
Cyrillic
| Value | Count | Frequency (%) |
| а | 2800 | |
| е | 1935 | 9.9% |
| н | 1422 | 7.3% |
| и | 1293 | 6.6% |
| в | 1276 | 6.5% |
| л | 1171 | 6.0% |
| о | 1069 | 5.5% |
| р | 941 | 4.8% |
| т | 826 | 4.2% |
| ь | 769 | 3.9% |
| Other values (50) | 5979 |
ASCII
| Value | Count | Frequency (%) |
| 1662 | ||
| . | 3 | 0.2% |
| ( | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| ) | 1 | 0.1% |
| / | 1 | 0.1% |
seller_name
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 83 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 6.6 KiB |
| АКБ "АК БАРС" БАНК | |
|---|---|
| ПАО Сбербанк | |
| Банк ВТБ (ПАО) | |
| АО "Россельхозбанк" | |
| Физическое лицо | |
| Other values (78) |
Length
| Max length | 61 |
|---|---|
| Median length | 55 |
| Mean length | 17.904934 |
| Min length | 9 |
Characters and Unicode
| Total characters | 14879 |
|---|---|
| Distinct characters | 68 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 53 ? |
|---|---|
| Unique (%) | 6.4% |
Sample
| 1st row | Банк ВТБ (ПАО) |
|---|---|
| 2nd row | Физическое лицо |
| 3rd row | Физическое лицо |
| 4th row | Плесняев Александр Александрович |
| 5th row | Беликин Иван Владимирович |
Common Values
| Value | Count | Frequency (%) |
| АКБ "АК БАРС" БАНК | 328 | |
| ПАО Сбербанк | 123 | 14.8% |
| Банк ВТБ (ПАО) | 105 | 12.6% |
| АО "Россельхозбанк" | 89 | 10.7% |
| Физическое лицо | 40 | 4.8% |
| Шуховцев Алексей Алексеевич | 10 | 1.2% |
| Закржевская Евгения Степановна | 8 | 1.0% |
| Ульянов Илья Владимирович | 7 | 0.8% |
| Корчашкина Владилена Анатольевна | 5 | 0.6% |
| Казанкова Елена Владимировна | 5 | 0.6% |
| Other values (73) | 111 | 13.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| банк | 438 | |
| акб | 329 | |
| ак | 328 | |
| барс | 328 | |
| пао | 232 | |
| сбербанк | 123 | 4.8% |
| втб | 105 | 4.1% |
| ао | 103 | 4.0% |
| россельхозбанк | 89 | 3.5% |
| лицо | 43 | 1.7% |
| Other values (179) | 448 |
Most occurring characters
| Value | Count | Frequency (%) |
| А | 1764 | 11.9% |
| 1736 | 11.7% | |
| Б | 1218 | 8.2% |
| К | 1030 | 6.9% |
| " | 892 | 6.0% |
| а | 607 | 4.1% |
| е | 570 | 3.8% |
| н | 528 | 3.5% |
| С | 502 | 3.4% |
| к | 487 | 3.3% |
| Other values (58) | 5545 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 6533 | |
| Lowercase Letter | 5496 | |
| Space Separator | 1736 | 11.7% |
| Other Punctuation | 892 | 6.0% |
| Close Punctuation | 108 | 0.7% |
| Open Punctuation | 108 | 0.7% |
| Dash Punctuation | 2 | < 0.1% |
| Initial Punctuation | 2 | < 0.1% |
| Final Punctuation | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| а | 607 | |
| е | 570 | |
| н | 528 | |
| к | 487 | |
| о | 475 | 8.6% |
| и | 381 | 6.9% |
| б | 353 | 6.4% |
| с | 320 | 5.8% |
| л | 305 | 5.5% |
| р | 269 | 4.9% |
| Other values (21) | 1201 |
Uppercase Letter
| Value | Count | Frequency (%) |
| А | 1764 | |
| Б | 1218 | |
| К | 1030 | |
| С | 502 | 7.7% |
| Р | 440 | 6.7% |
| О | 400 | 6.1% |
| Н | 377 | 5.8% |
| П | 248 | 3.8% |
| В | 156 | 2.4% |
| Т | 141 | 2.2% |
| Other values (20) | 257 | 3.9% |
Space Separator
| Value | Count | Frequency (%) |
| 1736 |
Other Punctuation
| Value | Count | Frequency (%) |
| " | 892 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 108 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 108 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Initial Punctuation
| Value | Count | Frequency (%) |
| « | 2 |
Final Punctuation
| Value | Count | Frequency (%) |
| » | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Cyrillic | 12029 | |
| Common | 2850 | 19.2% |
Most frequent character per script
Cyrillic
| Value | Count | Frequency (%) |
| А | 1764 | |
| Б | 1218 | 10.1% |
| К | 1030 | 8.6% |
| а | 607 | 5.0% |
| е | 570 | 4.7% |
| н | 528 | 4.4% |
| С | 502 | 4.2% |
| к | 487 | 4.0% |
| о | 475 | 3.9% |
| Р | 440 | 3.7% |
| Other values (51) | 4408 |
Common
| Value | Count | Frequency (%) |
| 1736 | ||
| " | 892 | |
| ) | 108 | 3.8% |
| ( | 108 | 3.8% |
| - | 2 | 0.1% |
| « | 2 | 0.1% |
| » | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Cyrillic | 12029 | |
| ASCII | 2846 | 19.1% |
| None | 4 | < 0.1% |
Most frequent character per block
Cyrillic
| Value | Count | Frequency (%) |
| А | 1764 | |
| Б | 1218 | 10.1% |
| К | 1030 | 8.6% |
| а | 607 | 5.0% |
| е | 570 | 4.7% |
| н | 528 | 4.4% |
| С | 502 | 4.2% |
| к | 487 | 4.0% |
| о | 475 | 3.9% |
| Р | 440 | 3.7% |
| Other values (51) | 4408 |
ASCII
| Value | Count | Frequency (%) |
| 1736 | ||
| " | 892 | |
| ) | 108 | 3.8% |
| ( | 108 | 3.8% |
| - | 2 | 0.1% |
None
| Value | Count | Frequency (%) |
| « | 2 | |
| » | 2 |
square
Real number (ℝ)
MISSING ZEROS
| Distinct | 269 |
|---|---|
| Distinct (%) | 62.4% |
| Missing | 401 |
| Missing (%) | 48.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 541903.37 |
| Minimum | 0 |
|---|---|
| Maximum | 45599700 |
| Zeros | 54 |
| Zeros (%) | 6.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1011 |
| median | 2438 |
| Q3 | 100000 |
| 95-th percentile | 1184085 |
| Maximum | 45599700 |
| Range | 45599700 |
| Interquartile range (IQR) | 98989 |
Descriptive statistics
| Standard deviation | 3444529.3 |
|---|---|
| Coefficient of variation (CV) | 6.3563534 |
| Kurtosis | 118.22044 |
| Mean | 541903.37 |
| Median Absolute Deviation (MAD) | 2438 |
| Skewness | 10.274396 |
| Sum | 2.3356035 × 108 |
| Variance | 1.1864782 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 54 | 6.5% |
| 100000 | 31 | 3.7% |
| 1000 | 14 | 1.7% |
| 1500 | 10 | 1.2% |
| 2400 | 9 | 1.1% |
| 1200 | 8 | 1.0% |
| 1100 | 5 | 0.6% |
| 2500 | 4 | 0.5% |
| 10000 | 4 | 0.5% |
| 60000 | 3 | 0.4% |
| Other values (259) | 289 | |
| (Missing) | 401 |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 60 | 1 | 0.1% |
| 150 | 1 | 0.1% |
| 180.6 | 1 | 0.1% |
| 188 | 1 | 0.1% |
| 200 | 2 | 0.2% |
| 228 | 1 | 0.1% |
| 250 | 1 | 0.1% |
| 322 | 1 | 0.1% |
| 332 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 45599700 | 1 | |
| 41220000 | 1 | |
| 22000200 | 1 | |
| 18502500 | 1 | |
| 14250000 | 1 | |
| 12414000 | 1 | |
| 7961200 | 1 | |
| 6750000 | 1 | |
| 5500000 | 1 | |
| 5311300 | 1 |
price_value
Real number (ℝ)
| Distinct | 463 |
|---|---|
| Distinct (%) | 55.7% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17843491 |
| Minimum | 0 |
|---|---|
| Maximum | 1.5 × 109 |
| Zeros | 5 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 85500 |
| Q1 | 300000 |
| median | 337226 |
| Q3 | 7540000 |
| 95-th percentile | 40490601 |
| Maximum | 1.5 × 109 |
| Range | 1.5 × 109 |
| Interquartile range (IQR) | 7240000 |
Descriptive statistics
| Standard deviation | 83758609 |
|---|---|
| Coefficient of variation (CV) | 4.6940707 |
| Kurtosis | 143.88902 |
| Mean | 17843491 |
| Median Absolute Deviation (MAD) | 235226 |
| Skewness | 10.438382 |
| Sum | 1.4827941 × 1010 |
| Variance | 7.0155046 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 300000 | 65 | 7.8% |
| 337219 | 64 | 7.7% |
| 333000 | 26 | 3.1% |
| 309000 | 23 | 2.8% |
| 337209 | 19 | 2.3% |
| 33723225 | 15 | 1.8% |
| 92400 | 15 | 1.8% |
| 102000 | 13 | 1.6% |
| 354080 | 13 | 1.6% |
| 139300 | 11 | 1.3% |
| Other values (453) | 567 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 8600 | 1 | 0.1% |
| 15494 | 1 | 0.1% |
| 19600 | 1 | 0.1% |
| 20610 | 1 | 0.1% |
| 21133 | 1 | 0.1% |
| 25680 | 1 | 0.1% |
| 30000 | 1 | 0.1% |
| 31760 | 1 | 0.1% |
| 32400 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1500000000 | 1 | |
| 800000000 | 2 | |
| 573150000 | 1 | |
| 546560000 | 1 | |
| 502570000 | 1 | |
| 500000000 | 1 | |
| 450000000 | 1 | |
| 348470000 | 1 | |
| 345000000 | 1 | |
| 320000000 | 1 |
cadastral_geocode
Categorical
HIGH CARDINALITY MISSING
| Distinct | 307 |
|---|---|
| Distinct (%) | 81.0% |
| Missing | 453 |
| Missing (%) | 54.4% |
| Memory size | 6.6 KiB |
| 'bool' object is not subscriptable | |
|---|---|
| [55.36827131715471, 49.30005057029149] | 2 |
| [44.77132659845723, 39.293538656223355] | 2 |
| [56.17583811643949, 43.64892734998536] | 2 |
| [56.17880639636869, 43.65770266959024] | 2 |
| Other values (302) |
Length
| Max length | 40 |
|---|---|
| Median length | 39 |
| Mean length | 37.794195 |
| Min length | 34 |
Characters and Unicode
| Total characters | 14324 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 298 ? |
|---|---|
| Unique (%) | 78.6% |
Sample
| 1st row | [51.94720028246027, 84.88831594503662] |
|---|---|
| 2nd row | [56.77190698765615, 38.88962726762723] |
| 3rd row | [55.73199800626753, 35.340751735565306] |
| 4th row | [55.7008175028533, 37.02131098410721] |
| 5th row | [47.34721090904763, 39.57702065464689] |
Common Values
| Value | Count | Frequency (%) |
| 'bool' object is not subscriptable | 65 | 7.8% |
| [55.36827131715471, 49.30005057029149] | 2 | 0.2% |
| [44.77132659845723, 39.293538656223355] | 2 | 0.2% |
| [56.17583811643949, 43.64892734998536] | 2 | 0.2% |
| [56.17880639636869, 43.65770266959024] | 2 | 0.2% |
| [47.51933346121855, 40.807482367991796] | 2 | 0.2% |
| [47.747603480531275, 40.3578462949865] | 2 | 0.2% |
| [50.676454879374035, 36.22393791224141] | 2 | 0.2% |
| [59.45700081882427, 29.631254181475054] | 2 | 0.2% |
| [56.21904254319914, 38.831961664324474] | 1 | 0.1% |
| Other values (297) | 297 | |
| (Missing) | 453 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| bool | 65 | 6.8% |
| is | 65 | 6.8% |
| not | 65 | 6.8% |
| subscriptable | 65 | 6.8% |
| object | 65 | 6.8% |
| 47.51933346121855 | 2 | 0.2% |
| 29.631254181475054 | 2 | 0.2% |
| 36.22393791224141 | 2 | 0.2% |
| 50.676454879374035 | 2 | 0.2% |
| 40.3578462949865 | 2 | 0.2% |
| Other values (607) | 618 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 1245 | 8.7% |
| 3 | 1074 | 7.5% |
| 4 | 1070 | 7.5% |
| 9 | 1039 | 7.3% |
| 6 | 1037 | 7.2% |
| 8 | 1033 | 7.2% |
| 1 | 949 | 6.6% |
| 7 | 945 | 6.6% |
| 2 | 930 | 6.5% |
| 0 | 908 | 6.3% |
| Other values (20) | 4094 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10230 | |
| Lowercase Letter | 1820 | 12.7% |
| Other Punctuation | 1072 | 7.5% |
| Space Separator | 574 | 4.0% |
| Open Punctuation | 314 | 2.2% |
| Close Punctuation | 314 | 2.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 260 | |
| o | 260 | |
| s | 195 | |
| t | 195 | |
| i | 130 | |
| c | 130 | |
| e | 130 | |
| l | 130 | |
| p | 65 | 3.6% |
| r | 65 | 3.6% |
| Other values (4) | 260 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 1245 | |
| 3 | 1074 | |
| 4 | 1070 | |
| 9 | 1039 | |
| 6 | 1037 | |
| 8 | 1033 | |
| 1 | 949 | |
| 7 | 945 | |
| 2 | 930 | |
| 0 | 908 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 628 | |
| , | 314 | |
| ' | 130 | 12.1% |
Space Separator
| Value | Count | Frequency (%) |
| 574 |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 314 |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 314 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12504 | |
| Latin | 1820 | 12.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 1245 | |
| 3 | 1074 | |
| 4 | 1070 | |
| 9 | 1039 | |
| 6 | 1037 | |
| 8 | 1033 | |
| 1 | 949 | |
| 7 | 945 | |
| 2 | 930 | |
| 0 | 908 | 7.3% |
| Other values (6) | 2274 |
Latin
| Value | Count | Frequency (%) |
| b | 260 | |
| o | 260 | |
| s | 195 | |
| t | 195 | |
| i | 130 | |
| c | 130 | |
| e | 130 | |
| l | 130 | |
| p | 65 | 3.6% |
| r | 65 | 3.6% |
| Other values (4) | 260 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14324 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 1245 | 8.7% |
| 3 | 1074 | 7.5% |
| 4 | 1070 | 7.5% |
| 9 | 1039 | 7.3% |
| 6 | 1037 | 7.2% |
| 8 | 1033 | 7.2% |
| 1 | 949 | 6.6% |
| 7 | 945 | 6.6% |
| 2 | 930 | 6.5% |
| 0 | 908 | 6.3% |
| Other values (20) | 4094 |
region_geocode
Categorical
HIGH CARDINALITY MISSING
| Distinct | 243 |
|---|---|
| Distinct (%) | 29.9% |
| Missing | 19 |
| Missing (%) | 2.3% |
| Memory size | 6.6 KiB |
| [55.4559723, 49.43731193661616] | |
|---|---|
| [54.5684698, 21.121404102960874] | |
| [56.1345574, 38.85192758087219] | 31 |
| [59.83267395, 29.503088298145748] | 11 |
| [47.370534899999996, 39.46597632166487] | 10 |
| Other values (238) |
Length
| Max length | 40 |
|---|---|
| Median length | 39 |
| Mean length | 30.613776 |
| Min length | 21 |
Characters and Unicode
| Total characters | 24889 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 5 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 166 ? |
|---|---|
| Unique (%) | 20.4% |
Sample
| 1st row | [55.6711507, 37.2727963] |
|---|---|
| 2nd row | [51.9931851, 84.9819571] |
| 3rd row | [56.80208355, 38.64899133747492] |
| 4th row | [55.506478, 36.0213092] |
| 5th row | [55.6711507, 37.2727963] |
Common Values
| Value | Count | Frequency (%) |
| [55.4559723, 49.43731193661616] | 322 | |
| [54.5684698, 21.121404102960874] | 69 | 8.3% |
| [56.1345574, 38.85192758087219] | 31 | 3.7% |
| [59.83267395, 29.503088298145748] | 11 | 1.3% |
| [47.370534899999996, 39.46597632166487] | 10 | 1.2% |
| [57.9863299, 56.2881011] | 7 | 0.8% |
| [55.039115949999996, 43.242821649999996] | 6 | 0.7% |
| [44.6342653, 39.1363613] | 6 | 0.7% |
| [56.132591399999995, 38.43552736326269] | 6 | 0.7% |
| [56.14980385, 47.20802108704281] | 6 | 0.7% |
| Other values (233) | 339 | |
| (Missing) | 19 | 2.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 55.4559723 | 322 | |
| 49.43731193661616 | 322 | |
| 54.5684698 | 69 | 4.2% |
| 21.121404102960874 | 69 | 4.2% |
| 56.1345574 | 31 | 1.9% |
| 38.85192758087219 | 31 | 1.9% |
| 59.83267395 | 11 | 0.7% |
| 29.503088298145748 | 11 | 0.7% |
| 47.370534899999996 | 10 | 0.6% |
| 39.46597632166487 | 10 | 0.6% |
| Other values (476) | 740 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 2899 | |
| 1 | 2464 | |
| 6 | 2373 | |
| 3 | 2319 | |
| 4 | 2303 | |
| 9 | 2195 | |
| 7 | 1633 | 6.6% |
| . | 1626 | 6.5% |
| 2 | 1442 | 5.8% |
| 8 | 1199 | 4.8% |
| Other values (5) | 4436 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20011 | |
| Other Punctuation | 2439 | 9.8% |
| Open Punctuation | 813 | 3.3% |
| Space Separator | 813 | 3.3% |
| Close Punctuation | 813 | 3.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 2899 | |
| 1 | 2464 | |
| 6 | 2373 | |
| 3 | 2319 | |
| 4 | 2303 | |
| 9 | 2195 | |
| 7 | 1633 | |
| 2 | 1442 | |
| 8 | 1199 | |
| 0 | 1184 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1626 | |
| , | 813 |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 813 |
Space Separator
| Value | Count | Frequency (%) |
| 813 |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 813 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 24889 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 2899 | |
| 1 | 2464 | |
| 6 | 2373 | |
| 3 | 2319 | |
| 4 | 2303 | |
| 9 | 2195 | |
| 7 | 1633 | 6.6% |
| . | 1626 | 6.5% |
| 2 | 1442 | 5.8% |
| 8 | 1199 | 4.8% |
| Other values (5) | 4436 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24889 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 2899 | |
| 1 | 2464 | |
| 6 | 2373 | |
| 3 | 2319 | |
| 4 | 2303 | |
| 9 | 2195 | |
| 7 | 1633 | 6.6% |
| . | 1626 | 6.5% |
| 2 | 1442 | 5.8% |
| 8 | 1199 | 4.8% |
| Other values (5) | 4436 |
shown_by_days
Real number (ℝ)
| Distinct | 825 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 7 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 252.8238 |
| Minimum | 8.8844074 |
|---|---|
| Maximum | 1611.8844 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 8.8844074 |
|---|---|
| 5-th percentile | 35.284407 |
| Q1 | 110.88441 |
| median | 177.88441 |
| Q3 | 280.88441 |
| 95-th percentile | 633.08441 |
| Maximum | 1611.8844 |
| Range | 1603 |
| Interquartile range (IQR) | 170 |
Descriptive statistics
| Standard deviation | 251.90603 |
|---|---|
| Coefficient of variation (CV) | 0.99636991 |
| Kurtosis | 8.3955244 |
| Mean | 252.8238 |
| Median Absolute Deviation (MAD) | 88 |
| Skewness | 2.5960485 |
| Sum | 208579.64 |
| Variance | 63456.647 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 177.884408 | 1 | 0.1% |
| 177.884408 | 1 | 0.1% |
| 177.884408 | 1 | 0.1% |
| 177.884408 | 1 | 0.1% |
| 177.884408 | 1 | 0.1% |
| 177.884408 | 1 | 0.1% |
| 177.884408 | 1 | 0.1% |
| 177.884408 | 1 | 0.1% |
| 177.884408 | 1 | 0.1% |
| 177.884408 | 1 | 0.1% |
| Other values (815) | 815 | |
| (Missing) | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 8.88440735 | 1 | |
| 9.884407352 | 1 | |
| 9.884407354 | 1 | |
| 9.884407356 | 1 | |
| 9.884407358 | 1 | |
| 18.88440736 | 1 | |
| 18.88440736 | 1 | |
| 19.88440736 | 1 | |
| 19.88440737 | 1 | |
| 19.88440737 | 1 |
| Value | Count | Frequency (%) |
| 1611.884407 | 1 | |
| 1574.884407 | 1 | |
| 1504.884407 | 1 | |
| 1504.884407 | 1 | |
| 1504.884407 | 1 | |
| 1463.884407 | 1 | |
| 1456.884407 | 1 | |
| 1427.884407 | 1 | |
| 1421.884407 | 1 | |
| 1405.884407 | 1 |
distance
Real number (ℝ)
| Distinct | 296 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 528 |
| Missing (%) | 63.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.163109 |
| Minimum | 0.48603435 |
|---|---|
| Maximum | 1692.3069 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0.48603435 |
|---|---|
| 5-th percentile | 2.8593684 |
| Q1 | 9.4811332 |
| median | 13.019486 |
| Q3 | 23.100394 |
| 95-th percentile | 127.44984 |
| Maximum | 1692.3069 |
| Range | 1691.8208 |
| Interquartile range (IQR) | 13.619261 |
Descriptive statistics
| Standard deviation | 115.13672 |
|---|---|
| Coefficient of variation (CV) | 3.4718311 |
| Kurtosis | 153.31594 |
| Mean | 33.163109 |
| Median Absolute Deviation (MAD) | 5.7077596 |
| Skewness | 11.532099 |
| Sum | 10081.585 |
| Variance | 13256.463 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 19.67632961 | 2 | 0.2% |
| 12.03593917 | 2 | 0.2% |
| 6.200741874 | 2 | 0.2% |
| 129.5522787 | 2 | 0.2% |
| 13.07334263 | 2 | 0.2% |
| 129.1180574 | 2 | 0.2% |
| 0.4860343487 | 2 | 0.2% |
| 19.62605754 | 2 | 0.2% |
| 5.047385417 | 1 | 0.1% |
| 26.37520857 | 1 | 0.1% |
| Other values (286) | 286 | |
| (Missing) | 528 |
| Value | Count | Frequency (%) |
| 0.4860343487 | 2 | |
| 0.6212485317 | 1 | |
| 0.7594781045 | 1 | |
| 0.9717877712 | 1 | |
| 1.401710286 | 1 | |
| 1.493291323 | 1 | |
| 1.525725146 | 1 | |
| 1.664372679 | 1 | |
| 1.782009199 | 1 | |
| 2.069534288 | 1 |
| Value | Count | Frequency (%) |
| 1692.306852 | 1 | |
| 898.447501 | 1 | |
| 380.62581 | 1 | |
| 310.4231073 | 1 | |
| 218.8674909 | 1 | |
| 164.4198387 | 1 | |
| 164.384646 | 1 | |
| 164.3583677 | 1 | |
| 138.2549015 | 1 | |
| 135.6516675 | 1 |
region_square
Real number (ℝ)
| Distinct | 66 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 7 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118104.02 |
| Minimum | 1403 |
|---|---|
| Maximum | 3083523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 1403 |
|---|---|
| 5-th percentile | 15125 |
| Q1 | 44329 |
| median | 67847 |
| Q3 | 76624 |
| 95-th percentile | 194307 |
| Maximum | 3083523 |
| Range | 3082120 |
| Interquartile range (IQR) | 32295 |
Descriptive statistics
| Standard deviation | 290110.1 |
|---|---|
| Coefficient of variation (CV) | 2.4563948 |
| Kurtosis | 51.747968 |
| Mean | 118104.02 |
| Median Absolute Deviation (MAD) | 16061 |
| Skewness | 6.8841271 |
| Sum | 97435819 |
| Variance | 8.4163873 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 67847 | 331 | |
| 15125 | 74 | 8.9% |
| 29084 | 40 | 4.8% |
| 44329 | 31 | 3.7% |
| 100967 | 30 | 3.6% |
| 83908 | 28 | 3.4% |
| 75485 | 21 | 2.5% |
| 36177 | 15 | 1.8% |
| 84201 | 15 | 1.8% |
| 160236 | 13 | 1.6% |
| Other values (56) | 227 |
| Value | Count | Frequency (%) |
| 1403 | 4 | 0.5% |
| 2561 | 2 | 0.2% |
| 3123 | 2 | 0.2% |
| 7792 | 1 | 0.1% |
| 7987 | 1 | 0.1% |
| 12470 | 2 | 0.2% |
| 15125 | 74 | |
| 18343 | 7 | 0.8% |
| 21437 | 1 | 0.1% |
| 23375 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3083523 | 1 | 0.1% |
| 2366797 | 9 | |
| 1464173 | 2 | 0.2% |
| 787633 | 8 | |
| 774846 | 8 | |
| 589913 | 2 | 0.2% |
| 431892 | 5 | |
| 361908 | 1 | 0.1% |
| 351334 | 4 | |
| 314391 | 1 | 0.1% |
population
Real number (ℝ)
| Distinct | 66 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 7 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3109690.7 |
| Minimum | 210808 |
|---|---|
| Maximum | 13015126 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 210808 |
|---|---|
| 5-th percentile | 977951 |
| Q1 | 1342235 |
| median | 4000084 |
| Q3 | 4000084 |
| 95-th percentile | 5832042 |
| Maximum | 13015126 |
| Range | 12804318 |
| Interquartile range (IQR) | 2657849 |
Descriptive statistics
| Standard deviation | 1827409.2 |
|---|---|
| Coefficient of variation (CV) | 0.5876498 |
| Kurtosis | 2.7510986 |
| Mean | 3109690.7 |
| Median Absolute Deviation (MAD) | 1143758 |
| Skewness | 1.0776528 |
| Sum | 2.5654949 × 109 |
| Variance | 3.3394242 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4000084 | 331 | |
| 1030979 | 74 | 8.9% |
| 1342235 | 40 | 4.8% |
| 8542257 | 31 | 3.7% |
| 4192322 | 30 | 3.6% |
| 2006022 | 28 | 3.4% |
| 5832042 | 21 | 2.5% |
| 1205637 | 15 | 1.8% |
| 1226038 | 15 | 1.8% |
| 2525149 | 13 | 1.6% |
| Other values (56) | 227 |
| Value | Count | Frequency (%) |
| 210808 | 1 | 0.1% |
| 498285 | 1 | 0.1% |
| 511316 | 2 | 0.2% |
| 532384 | 2 | 0.2% |
| 577996 | 3 | 0.4% |
| 581578 | 10 | |
| 596899 | 4 | 0.5% |
| 676351 | 1 | 0.1% |
| 685393 | 1 | 0.1% |
| 763570 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 13015126 | 2 | 0.2% |
| 8542257 | 31 | 3.7% |
| 5832042 | 21 | 2.5% |
| 5607916 | 4 | 0.5% |
| 4263691 | 8 | 1.0% |
| 4192322 | 30 | 3.6% |
| 4091621 | 8 | 1.0% |
| 4000084 | 331 | |
| 3827679 | 2 | 0.2% |
| 3421556 | 5 | 0.6% |
region_capital
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 64 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 7 |
| Missing (%) | 0.8% |
| Memory size | 6.6 KiB |
| Казань | |
|---|---|
| Калининград | |
| Владимир | |
| Москва | 33 |
| Санкт-Петербург | 32 |
| Other values (59) |
Length
| Max length | 16 |
|---|---|
| Median length | 15 |
| Mean length | 7.8981818 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6516 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | Москва |
|---|---|
| 2nd row | Барнаул |
| 3rd row | Ярославль |
| 4th row | Москва |
| 5th row | Москва |
Common Values
| Value | Count | Frequency (%) |
| Казань | 331 | |
| Калининград | 74 | 8.9% |
| Владимир | 40 | 4.8% |
| Москва | 33 | 4.0% |
| Санкт-Петербург | 32 | 3.8% |
| Ростов-на-Дону | 30 | 3.6% |
| Краснодар | 21 | 2.5% |
| Тверь | 15 | 1.8% |
| Ярославль | 15 | 1.8% |
| Пермь | 13 | 1.6% |
| Other values (54) | 221 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| казань | 331 | |
| калининград | 74 | 8.7% |
| владимир | 40 | 4.7% |
| москва | 33 | 3.9% |
| санкт-петербург | 32 | 3.8% |
| ростов-на-дону | 30 | 3.5% |
| новгород | 21 | 2.5% |
| краснодар | 21 | 2.5% |
| ярославль | 15 | 1.8% |
| тверь | 15 | 1.8% |
| Other values (55) | 234 |
Most occurring characters
| Value | Count | Frequency (%) |
| а | 1188 | |
| н | 676 | 10.4% |
| К | 459 | 7.0% |
| р | 428 | 6.6% |
| ь | 392 | 6.0% |
| о | 358 | 5.5% |
| з | 340 | 5.2% |
| и | 315 | 4.8% |
| л | 214 | 3.3% |
| с | 199 | 3.1% |
| Other values (44) | 1947 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5483 | |
| Uppercase Letter | 914 | 14.0% |
| Dash Punctuation | 98 | 1.5% |
| Space Separator | 21 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| а | 1188 | |
| н | 676 | |
| р | 428 | 7.8% |
| ь | 392 | 7.1% |
| о | 358 | 6.5% |
| з | 340 | 6.2% |
| и | 315 | 5.7% |
| л | 214 | 3.9% |
| с | 199 | 3.6% |
| д | 181 | 3.3% |
| Other values (21) | 1192 |
Uppercase Letter
| Value | Count | Frequency (%) |
| К | 459 | |
| В | 68 | 7.4% |
| П | 53 | 5.8% |
| С | 51 | 5.6% |
| Н | 41 | 4.5% |
| М | 39 | 4.3% |
| Р | 34 | 3.7% |
| Д | 30 | 3.3% |
| Т | 22 | 2.4% |
| У | 17 | 1.9% |
| Other values (11) | 100 | 10.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 98 |
Space Separator
| Value | Count | Frequency (%) |
| 21 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Cyrillic | 6397 | |
| Common | 119 | 1.8% |
Most frequent character per script
Cyrillic
| Value | Count | Frequency (%) |
| а | 1188 | |
| н | 676 | 10.6% |
| К | 459 | 7.2% |
| р | 428 | 6.7% |
| ь | 392 | 6.1% |
| о | 358 | 5.6% |
| з | 340 | 5.3% |
| и | 315 | 4.9% |
| л | 214 | 3.3% |
| с | 199 | 3.1% |
| Other values (42) | 1828 |
Common
| Value | Count | Frequency (%) |
| - | 98 | |
| 21 | 17.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Cyrillic | 6397 | |
| ASCII | 119 | 1.8% |
Most frequent character per block
Cyrillic
| Value | Count | Frequency (%) |
| а | 1188 | |
| н | 676 | 10.6% |
| К | 459 | 7.2% |
| р | 428 | 6.7% |
| ь | 392 | 6.1% |
| о | 358 | 5.6% |
| з | 340 | 5.3% |
| и | 315 | 4.9% |
| л | 214 | 3.3% |
| с | 199 | 3.1% |
| Other values (42) | 1828 |
ASCII
| Value | Count | Frequency (%) |
| - | 98 | |
| 21 | 17.6% |
grp
Real number (ℝ)
| Distinct | 66 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 7 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1695.0823 |
| Minimum | 50.6 |
|---|---|
| Maximum | 17881.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 50.6 |
|---|---|
| 5-th percentile | 298.46 |
| Q1 | 514 |
| median | 1673.7 |
| Q3 | 2469.2 |
| 95-th percentile | 2469.2 |
| Maximum | 17881.5 |
| Range | 17830.9 |
| Interquartile range (IQR) | 1955.2 |
Descriptive statistics
| Standard deviation | 1311.2424 |
|---|---|
| Coefficient of variation (CV) | 0.77355678 |
| Kurtosis | 54.681661 |
| Mean | 1695.0823 |
| Median Absolute Deviation (MAD) | 795.5 |
| Skewness | 4.655951 |
| Sum | 1398442.9 |
| Variance | 1719356.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2469.2 | 331 | |
| 460.9 | 74 | 8.9% |
| 440.5 | 40 | 4.8% |
| 4201.8 | 31 | 3.7% |
| 1446.2 | 30 | 3.6% |
| 1104.4 | 28 | 3.4% |
| 2344.6 | 21 | 2.5% |
| 560.6 | 15 | 1.8% |
| 441.7 | 15 | 1.8% |
| 1318.5 | 13 | 1.6% |
| Other values (56) | 227 |
| Value | Count | Frequency (%) |
| 50.6 | 1 | 0.1% |
| 55.5 | 2 | |
| 108.4 | 1 | 0.1% |
| 130 | 1 | 0.1% |
| 145.7 | 2 | |
| 164.2 | 4 | |
| 177.7 | 1 | 0.1% |
| 180.3 | 3 | |
| 197.8 | 1 | 0.1% |
| 213 | 3 |
| Value | Count | Frequency (%) |
| 17881.5 | 2 | 0.2% |
| 4201.8 | 31 | 3.7% |
| 4193.5 | 4 | 0.5% |
| 2469.2 | 331 | |
| 2344.6 | 21 | 2.5% |
| 2280 | 9 | 1.1% |
| 2277.6 | 8 | 1.0% |
| 1673.7 | 8 | 1.0% |
| 1510.5 | 8 | 1.0% |
| 1473.7 | 5 | 0.6% |
criminality
Real number (ℝ)
| Distinct | 62 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 7 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.752 |
| Minimum | 32.9 |
|---|---|
| Maximum | 161.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 32.9 |
|---|---|
| 5-th percentile | 72.9 |
| Q1 | 93.4 |
| median | 102.1 |
| Q3 | 104.8 |
| 95-th percentile | 130.74 |
| Maximum | 161.8 |
| Range | 128.9 |
| Interquartile range (IQR) | 11.4 |
Descriptive statistics
| Standard deviation | 15.730045 |
|---|---|
| Coefficient of variation (CV) | 0.15308748 |
| Kurtosis | 3.3249776 |
| Mean | 102.752 |
| Median Absolute Deviation (MAD) | 5.3 |
| Skewness | 0.22778776 |
| Sum | 84770.4 |
| Variance | 247.43432 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 102.1 | 331 | |
| 93.4 | 74 | 8.9% |
| 91.1 | 42 | 5.0% |
| 112.4 | 33 | 4.0% |
| 72.9 | 31 | 3.7% |
| 104.8 | 30 | 3.6% |
| 104.6 | 21 | 2.5% |
| 130.5 | 18 | 2.2% |
| 105.1 | 15 | 1.8% |
| 122.5 | 13 | 1.6% |
| Other values (52) | 217 |
| Value | Count | Frequency (%) |
| 32.9 | 2 | 0.2% |
| 36.6 | 3 | 0.4% |
| 64.6 | 4 | 0.5% |
| 67.9 | 2 | 0.2% |
| 71.8 | 6 | 0.7% |
| 72.2 | 1 | 0.1% |
| 72.9 | 31 | |
| 77.4 | 1 | 0.1% |
| 80.4 | 7 | 0.8% |
| 81 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 161.8 | 1 | 0.1% |
| 161.6 | 1 | 0.1% |
| 156 | 4 | 0.5% |
| 155.3 | 5 | |
| 150.1 | 2 | 0.2% |
| 141.2 | 5 | |
| 138 | 5 | |
| 137.4 | 3 | 0.4% |
| 135.9 | 10 | |
| 133.2 | 1 | 0.1% |
km_to_msk
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 422 |
|---|---|
| Distinct (%) | 51.3% |
| Missing | 9 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 975.5457 |
| Minimum | 16.87947 |
|---|---|
| Maximum | 6497.4935 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 16.87947 |
|---|---|
| 5-th percentile | 91.305767 |
| Q1 | 659.08386 |
| median | 744.92311 |
| Q3 | 1056.9539 |
| 95-th percentile | 3094.5682 |
| Maximum | 6497.4935 |
| Range | 6480.614 |
| Interquartile range (IQR) | 397.87003 |
Descriptive statistics
| Standard deviation | 991.44026 |
|---|---|
| Coefficient of variation (CV) | 1.016293 |
| Kurtosis | 12.569647 |
| Mean | 975.5457 |
| Median Absolute Deviation (MAD) | 198.84152 |
| Skewness | 3.32487 |
| Sum | 802874.11 |
| Variance | 982953.79 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 744.9231092 | 291 | |
| 1056.953892 | 69 | 8.3% |
| 1161.222751 | 5 | 0.6% |
| 1242.47594 | 4 | 0.5% |
| 841.3278166 | 4 | 0.5% |
| 491.2554586 | 3 | 0.4% |
| 87.68467906 | 3 | 0.4% |
| 233.7515941 | 3 | 0.4% |
| 65.78062502 | 3 | 0.4% |
| 334.2451965 | 3 | 0.4% |
| Other values (412) | 435 | |
| (Missing) | 9 | 1.1% |
| Value | Count | Frequency (%) |
| 16.8794703 | 1 | |
| 21.03943576 | 1 | |
| 23.37079494 | 1 | |
| 23.78592371 | 1 | |
| 24.5393449 | 1 | |
| 24.57874628 | 1 | |
| 26.57958118 | 1 | |
| 26.60744935 | 1 | |
| 26.63285027 | 1 | |
| 26.79624953 | 1 |
| Value | Count | Frequency (%) |
| 6497.493486 | 1 | |
| 6489.494075 | 1 | |
| 6438.046318 | 1 | |
| 6360.736061 | 1 | |
| 6166.224962 | 1 | |
| 6161.725871 | 1 | |
| 6161.705779 | 1 | |
| 6159.977662 | 1 | |
| 6085.568761 | 1 | |
| 6001.942179 | 1 |
region_capital_geocode
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 64 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 7 |
| Missing (%) | 0.8% |
| Memory size | 6.6 KiB |
| [55.7823547, 49.1242266] | |
|---|---|
| [54.710128, 20.5105838] | |
| [56.1288899, 40.4075203] | |
| [55.7504461, 37.6174943] | 33 |
| [59.938732, 30.316229] | 32 |
| Other values (59) |
Length
| Max length | 40 |
|---|---|
| Median length | 24 |
| Mean length | 24.139394 |
| Min length | 21 |
Characters and Unicode
| Total characters | 19915 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 5 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | [55.7504461, 37.6174943] |
|---|---|
| 2nd row | [53.347402, 83.7784496] |
| 3rd row | [57.6263877, 39.8933705] |
| 4th row | [55.7504461, 37.6174943] |
| 5th row | [55.7504461, 37.6174943] |
Common Values
| Value | Count | Frequency (%) |
| [55.7823547, 49.1242266] | 331 | |
| [54.710128, 20.5105838] | 74 | 8.9% |
| [56.1288899, 40.4075203] | 40 | 4.8% |
| [55.7504461, 37.6174943] | 33 | 4.0% |
| [59.938732, 30.316229] | 32 | 3.8% |
| [47.2216548, 39.7096061] | 30 | 3.6% |
| [45.7684014, 39.0261044] | 21 | 2.5% |
| [56.8596713, 35.89524161906262] | 15 | 1.8% |
| [57.6263877, 39.8933705] | 15 | 1.8% |
| [58.02148705, 56.23076652679421] | 13 | 1.6% |
| Other values (54) | 221 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 55.7823547 | 331 | |
| 49.1242266 | 331 | |
| 54.710128 | 74 | 4.5% |
| 20.5105838 | 74 | 4.5% |
| 56.1288899 | 40 | 2.4% |
| 40.4075203 | 40 | 2.4% |
| 55.7504461 | 33 | 2.0% |
| 37.6174943 | 33 | 2.0% |
| 59.938732 | 32 | 1.9% |
| 30.316229 | 32 | 1.9% |
| Other values (118) | 630 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 2243 | |
| 2 | 2159 | |
| 4 | 1904 | |
| . | 1650 | 8.3% |
| 7 | 1472 | 7.4% |
| 6 | 1458 | 7.3% |
| 1 | 1259 | 6.3% |
| 8 | 1231 | 6.2% |
| 3 | 1178 | 5.9% |
| 9 | 1106 | 5.6% |
| Other values (5) | 4255 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 14965 | |
| Other Punctuation | 2475 | 12.4% |
| Open Punctuation | 825 | 4.1% |
| Space Separator | 825 | 4.1% |
| Close Punctuation | 825 | 4.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 2243 | |
| 2 | 2159 | |
| 4 | 1904 | |
| 7 | 1472 | |
| 6 | 1458 | |
| 1 | 1259 | |
| 8 | 1231 | |
| 3 | 1178 | |
| 9 | 1106 | |
| 0 | 955 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1650 | |
| , | 825 |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 825 |
Space Separator
| Value | Count | Frequency (%) |
| 825 |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 825 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 19915 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 2243 | |
| 2 | 2159 | |
| 4 | 1904 | |
| . | 1650 | 8.3% |
| 7 | 1472 | 7.4% |
| 6 | 1458 | 7.3% |
| 1 | 1259 | 6.3% |
| 8 | 1231 | 6.2% |
| 3 | 1178 | 5.9% |
| 9 | 1106 | 5.6% |
| Other values (5) | 4255 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19915 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 2243 | |
| 2 | 2159 | |
| 4 | 1904 | |
| . | 1650 | 8.3% |
| 7 | 1472 | 7.4% |
| 6 | 1458 | 7.3% |
| 1 | 1259 | 6.3% |
| 8 | 1231 | 6.2% |
| 3 | 1178 | 5.9% |
| 9 | 1106 | 5.6% |
| Other values (5) | 4255 |
km_to_region_capital
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 305 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 519 |
| Missing (%) | 62.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.565828 |
| Minimum | 0.65027232 |
|---|---|
| Maximum | 898.4475 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0.65027232 |
|---|---|
| 5-th percentile | 6.9217746 |
| Q1 | 27.048615 |
| median | 47.436639 |
| Q3 | 98.536464 |
| 95-th percentile | 224.07547 |
| Maximum | 898.4475 |
| Range | 897.79723 |
| Interquartile range (IQR) | 71.487849 |
Descriptive statistics
| Standard deviation | 87.521416 |
|---|---|
| Coefficient of variation (CV) | 1.1283502 |
| Kurtosis | 26.884932 |
| Mean | 77.565828 |
| Median Absolute Deviation (MAD) | 30.286965 |
| Skewness | 3.9498949 |
| Sum | 24278.104 |
| Variance | 7659.9983 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 27.23842697 | 2 | 0.2% |
| 47.41670721 | 2 | 0.2% |
| 112.7816602 | 2 | 0.2% |
| 27.72919993 | 2 | 0.2% |
| 27.09554432 | 2 | 0.2% |
| 89.28061632 | 2 | 0.2% |
| 76.19750071 | 2 | 0.2% |
| 66.08931599 | 2 | 0.2% |
| 9.4991183 | 1 | 0.1% |
| 3.319434816 | 1 | 0.1% |
| Other values (295) | 295 | |
| (Missing) | 519 |
| Value | Count | Frequency (%) |
| 0.6502723172 | 1 | |
| 1.641069482 | 1 | |
| 1.801998597 | 1 | |
| 2.378020515 | 1 | |
| 2.48906318 | 1 | |
| 2.574316958 | 1 | |
| 2.628375811 | 1 | |
| 3.115415339 | 1 | |
| 3.319434816 | 1 | |
| 3.462921479 | 1 |
| Value | Count | Frequency (%) |
| 898.447501 | 1 | |
| 449.5720555 | 1 | |
| 385.3477927 | 1 | |
| 384.252524 | 1 | |
| 383.6162764 | 1 | |
| 380.7672295 | 1 | |
| 378.4707918 | 1 | |
| 377.1120592 | 1 | |
| 288.5967788 | 1 | |
| 279.5505 | 1 |
cadastral_lat
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 306 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 518 |
| Missing (%) | 62.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.27383 |
| Minimum | 42.986816 |
|---|---|
| Maximum | 62.338963 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 42.986816 |
|---|---|
| 5-th percentile | 44.771327 |
| Q1 | 52.434057 |
| median | 55.369562 |
| Q3 | 56.237393 |
| 95-th percentile | 59.713652 |
| Maximum | 62.338963 |
| Range | 19.352147 |
| Interquartile range (IQR) | 3.8033359 |
Descriptive statistics
| Standard deviation | 4.1554821 |
|---|---|
| Coefficient of variation (CV) | 0.076565116 |
| Kurtosis | 0.57540331 |
| Mean | 54.27383 |
| Median Absolute Deviation (MAD) | 1.3590062 |
| Skewness | -1.1186942 |
| Sum | 17041.983 |
| Variance | 17.268032 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50.67645488 | 2 | 0.2% |
| 55.36827132 | 2 | 0.2% |
| 44.7713266 | 2 | 0.2% |
| 56.17583812 | 2 | 0.2% |
| 56.1788064 | 2 | 0.2% |
| 47.51933346 | 2 | 0.2% |
| 47.74760348 | 2 | 0.2% |
| 59.45700082 | 2 | 0.2% |
| 47.26573931 | 1 | 0.1% |
| 56.83200364 | 1 | 0.1% |
| Other values (296) | 296 | |
| (Missing) | 518 |
| Value | Count | Frequency (%) |
| 42.98681634 | 1 | |
| 43.01658916 | 1 | |
| 43.11057466 | 1 | |
| 43.26280939 | 1 | |
| 43.52513985 | 1 | |
| 43.57739023 | 1 | |
| 43.66082499 | 1 | |
| 43.73050108 | 1 | |
| 43.73067934 | 1 | |
| 43.9603872 | 1 |
| Value | Count | Frequency (%) |
| 62.33896296 | 1 | |
| 60.7628398 | 1 | |
| 60.16258588 | 1 | |
| 60.01191817 | 1 | |
| 59.90218258 | 1 | |
| 59.89186599 | 1 | |
| 59.8917977 | 1 | |
| 59.89173744 | 1 | |
| 59.89167711 | 1 | |
| 59.89133497 | 1 |
cadastral_long
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 306 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 518 |
| Missing (%) | 62.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.278708 |
| Minimum | 19.878239 |
|---|---|
| Maximum | 140.2393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 19.878239 |
|---|---|
| 5-th percentile | 29.697796 |
| Q1 | 37.919608 |
| median | 40.314743 |
| Q3 | 49.690014 |
| 95-th percentile | 100.9796 |
| Maximum | 140.2393 |
| Range | 120.36106 |
| Interquartile range (IQR) | 11.770406 |
Descriptive statistics
| Standard deviation | 22.476024 |
|---|---|
| Coefficient of variation (CV) | 0.45610009 |
| Kurtosis | 4.6407113 |
| Mean | 49.278708 |
| Median Absolute Deviation (MAD) | 7.0438159 |
| Skewness | 2.1509626 |
| Sum | 15473.514 |
| Variance | 505.17164 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 36.22393791 | 2 | 0.2% |
| 49.30005057 | 2 | 0.2% |
| 39.29353866 | 2 | 0.2% |
| 43.64892735 | 2 | 0.2% |
| 43.65770267 | 2 | 0.2% |
| 40.80748237 | 2 | 0.2% |
| 40.35784629 | 2 | 0.2% |
| 29.63125418 | 2 | 0.2% |
| 39.60212825 | 1 | 0.1% |
| 53.21359058 | 1 | 0.1% |
| Other values (296) | 296 | |
| (Missing) | 518 |
| Value | Count | Frequency (%) |
| 19.87823869 | 1 | |
| 20.41437572 | 1 | |
| 20.46784496 | 1 | |
| 20.46936551 | 1 | |
| 21.81298283 | 1 | |
| 28.4388781 | 1 | |
| 28.44723639 | 1 | |
| 28.57691105 | 1 | |
| 28.63303848 | 1 | |
| 29.14550822 | 1 |
| Value | Count | Frequency (%) |
| 140.2393009 | 1 | |
| 136.4751183 | 1 | |
| 135.3765884 | 1 | |
| 134.8814007 | 1 | |
| 134.8812984 | 1 | |
| 132.8698214 | 1 | |
| 131.9579886 | 1 | |
| 129.6753818 | 1 | |
| 117.3070405 | 1 | |
| 113.5062224 | 1 |
region_lat
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 243 |
|---|---|
| Distinct (%) | 29.9% |
| Missing | 19 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.651132 |
| Minimum | 42.607397 |
|---|---|
| Maximum | 64.421817 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 42.607397 |
|---|---|
| 5-th percentile | 46.723453 |
| Q1 | 54.56847 |
| median | 55.455972 |
| Q3 | 55.56411 |
| 95-th percentile | 59.099998 |
| Maximum | 64.421817 |
| Range | 21.81442 |
| Interquartile range (IQR) | 0.99564005 |
Descriptive statistics
| Standard deviation | 3.3277998 |
|---|---|
| Coefficient of variation (CV) | 0.060891691 |
| Kurtosis | 3.3569155 |
| Mean | 54.651132 |
| Median Absolute Deviation (MAD) | 0.6785851 |
| Skewness | -1.6192722 |
| Sum | 44431.37 |
| Variance | 11.074252 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 55.4559723 | 322 | |
| 54.5684698 | 69 | 8.3% |
| 56.1345574 | 31 | 3.7% |
| 59.83267395 | 11 | 1.3% |
| 47.3705349 | 10 | 1.2% |
| 57.9863299 | 7 | 0.8% |
| 55.03911595 | 6 | 0.7% |
| 44.6342653 | 6 | 0.7% |
| 56.1325914 | 6 | 0.7% |
| 56.14980385 | 6 | 0.7% |
| Other values (233) | 339 | |
| (Missing) | 19 | 2.3% |
| Value | Count | Frequency (%) |
| 42.6073975 | 1 | |
| 42.84762685 | 1 | |
| 42.9709257 | 1 | |
| 43.1214508 | 1 | |
| 43.1841908 | 1 | |
| 43.1949582 | 1 | |
| 43.246916 | 1 | |
| 43.2536601 | 1 | |
| 43.4695247 | 2 | |
| 43.50532535 | 1 |
| Value | Count | Frequency (%) |
| 64.4218171 | 1 | 0.1% |
| 63.81629865 | 1 | 0.1% |
| 62.4035707 | 1 | 0.1% |
| 61.681946 | 1 | 0.1% |
| 61.48327 | 1 | 0.1% |
| 60.8005516 | 2 | |
| 60.7254639 | 2 | |
| 60.3572197 | 1 | 0.1% |
| 60.0981084 | 1 | 0.1% |
| 59.938732 | 3 |
region_long
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 243 |
|---|---|
| Distinct (%) | 29.9% |
| Missing | 19 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.292734 |
| Minimum | 20.564456 |
|---|---|
| Maximum | 140.17587 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 20.564456 |
|---|---|
| 5-th percentile | 21.121404 |
| Q1 | 38.786651 |
| median | 49.437312 |
| Q3 | 49.437312 |
| 95-th percentile | 86.123979 |
| Maximum | 140.17587 |
| Range | 119.61141 |
| Interquartile range (IQR) | 10.65066 |
Descriptive statistics
| Standard deviation | 18.840922 |
|---|---|
| Coefficient of variation (CV) | 0.39838936 |
| Kurtosis | 7.1561107 |
| Mean | 47.292734 |
| Median Absolute Deviation (MAD) | 6.8810185 |
| Skewness | 2.1819214 |
| Sum | 38448.993 |
| Variance | 354.98035 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49.43731194 | 322 | |
| 21.1214041 | 69 | 8.3% |
| 38.85192758 | 31 | 3.7% |
| 29.5030883 | 11 | 1.3% |
| 39.46597632 | 10 | 1.2% |
| 56.2881011 | 7 | 0.8% |
| 43.24282165 | 6 | 0.7% |
| 39.1363613 | 6 | 0.7% |
| 38.43552736 | 6 | 0.7% |
| 47.20802109 | 6 | 0.7% |
| Other values (233) | 339 | |
| (Missing) | 19 | 2.3% |
| Value | Count | Frequency (%) |
| 20.56445605 | 1 | 0.1% |
| 20.6335525 | 1 | 0.1% |
| 20.70309398 | 2 | 0.2% |
| 21.1214041 | 69 | |
| 21.78338098 | 1 | 0.1% |
| 25.4856617 | 1 | 0.1% |
| 27.96862994 | 1 | 0.1% |
| 28.68977966 | 1 | 0.1% |
| 28.71433175 | 1 | 0.1% |
| 28.737268 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 140.1758697 | 1 | 0.1% |
| 137.020782 | 1 | 0.1% |
| 136.48938 | 1 | 0.1% |
| 135.1829132 | 1 | 0.1% |
| 133.7672189 | 4 | |
| 133.0573025 | 1 | 0.1% |
| 133.0279934 | 1 | 0.1% |
| 131.8893427 | 1 | 0.1% |
| 129.1540617 | 1 | 0.1% |
| 115.3040516 | 1 | 0.1% |
region_capital_lat
Real number (ℝ)
| Distinct | 64 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 7 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.864319 |
| Minimum | 42.983024 |
|---|---|
| Maximum | 64.543022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 42.983024 |
|---|---|
| 5-th percentile | 47.221655 |
| Q1 | 54.710128 |
| median | 55.782355 |
| Q3 | 55.782355 |
| 95-th percentile | 59.218876 |
| Maximum | 64.543022 |
| Range | 21.559998 |
| Interquartile range (IQR) | 1.0722267 |
Descriptive statistics
| Standard deviation | 3.2954439 |
|---|---|
| Coefficient of variation (CV) | 0.060065339 |
| Kurtosis | 3.0843968 |
| Mean | 54.864319 |
| Median Absolute Deviation (MAD) | 0.3465352 |
| Skewness | -1.6087292 |
| Sum | 45263.063 |
| Variance | 10.859951 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 55.7823547 | 331 | |
| 54.710128 | 74 | 8.9% |
| 56.1288899 | 40 | 4.8% |
| 55.7504461 | 33 | 4.0% |
| 59.938732 | 32 | 3.8% |
| 47.2216548 | 30 | 3.6% |
| 45.7684014 | 21 | 2.5% |
| 56.8596713 | 15 | 1.8% |
| 57.6263877 | 15 | 1.8% |
| 58.02148705 | 13 | 1.6% |
| Other values (54) | 221 |
| Value | Count | Frequency (%) |
| 42.9830241 | 3 | 0.4% |
| 43.024593 | 1 | 0.1% |
| 43.1150678 | 3 | 0.4% |
| 43.1666497 | 2 | 0.2% |
| 43.4769604 | 2 | 0.2% |
| 44.6062079 | 1 | 0.1% |
| 44.8632577 | 2 | 0.2% |
| 45.7684014 | 21 | |
| 46.3498308 | 5 | 0.6% |
| 47.2216548 | 30 |
| Value | Count | Frequency (%) |
| 64.543022 | 2 | 0.2% |
| 62.0274078 | 1 | 0.1% |
| 61.790039 | 2 | 0.2% |
| 59.938732 | 32 | |
| 59.218876 | 7 | 0.8% |
| 58.6124279 | 1 | 0.1% |
| 58.6035661 | 5 | 0.6% |
| 58.5209862 | 10 | 1.2% |
| 58.02148705 | 13 | |
| 57.8173923 | 4 | 0.5% |
region_capital_long
Real number (ℝ)
| Distinct | 64 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 7 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.194188 |
| Minimum | 20.510584 |
|---|---|
| Maximum | 135.07693 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 20.510584 |
|---|---|
| 5-th percentile | 20.510584 |
| Q1 | 39.026104 |
| median | 49.124227 |
| Q3 | 49.124227 |
| 95-th percentile | 86.087121 |
| Maximum | 135.07693 |
| Range | 114.56635 |
| Interquartile range (IQR) | 10.098122 |
Descriptive statistics
| Standard deviation | 18.947838 |
|---|---|
| Coefficient of variation (CV) | 0.40148667 |
| Kurtosis | 7.1832309 |
| Mean | 47.194188 |
| Median Absolute Deviation (MAD) | 7.1065399 |
| Skewness | 2.2095773 |
| Sum | 38935.205 |
| Variance | 359.02056 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49.1242266 | 331 | |
| 20.5105838 | 74 | 8.9% |
| 40.4075203 | 40 | 4.8% |
| 37.6174943 | 33 | 4.0% |
| 30.316229 | 32 | 3.8% |
| 39.7096061 | 30 | 3.6% |
| 39.0261044 | 21 | 2.5% |
| 35.89524162 | 15 | 1.8% |
| 39.8933705 | 15 | 1.8% |
| 56.23076653 | 13 | 1.6% |
| Other values (54) | 221 |
| Value | Count | Frequency (%) |
| 20.5105838 | 74 | |
| 28.3343465 | 4 | 0.5% |
| 30.316229 | 32 | |
| 31.2757862 | 10 | 1.2% |
| 32.04718122 | 4 | 0.5% |
| 34.3668288 | 3 | 0.4% |
| 34.390007 | 2 | 0.2% |
| 35.89524162 | 15 | 1.8% |
| 36.179604 | 1 | 0.1% |
| 36.2598115 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 135.076935 | 8 | |
| 131.8855768 | 3 | 0.4% |
| 129.7319787 | 1 | 0.1% |
| 127.527161 | 1 | 0.1% |
| 113.500893 | 5 | |
| 107.5839105 | 4 | |
| 104.280586 | 8 | |
| 92.8725147 | 9 | |
| 86.0871213 | 5 | |
| 85.963653 | 1 | 0.1% |
| asset_id | views | square | price_value | shown_by_days | distance | region_square | population | grp | criminality | km_to_msk | km_to_region_capital | cadastral_lat | cadastral_long | region_lat | region_long | region_capital_lat | region_capital_long | seller_name | region_capital | region_capital_geocode | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| asset_id | 1.000 | -0.089 | 0.065 | 0.003 | -0.010 | 0.001 | 0.028 | -0.041 | -0.051 | 0.034 | 0.073 | 0.039 | -0.104 | 0.112 | -0.042 | 0.065 | -0.058 | 0.071 | 0.000 | 0.000 | 0.000 |
| views | -0.089 | 1.000 | -0.194 | 0.289 | 0.778 | -0.027 | 0.152 | 0.159 | 0.053 | 0.057 | -0.188 | -0.012 | 0.041 | -0.097 | 0.172 | 0.058 | 0.131 | 0.073 | 0.402 | 0.286 | 0.286 |
| square | 0.065 | -0.194 | 1.000 | 0.364 | -0.162 | 0.057 | -0.006 | 0.068 | 0.117 | -0.025 | -0.042 | -0.099 | -0.010 | 0.016 | -0.056 | 0.026 | -0.019 | -0.013 | 0.000 | 0.000 | 0.000 |
| price_value | 0.003 | 0.289 | 0.364 | 1.000 | 0.305 | -0.147 | 0.052 | 0.178 | 0.102 | 0.008 | -0.283 | -0.076 | 0.174 | -0.424 | 0.159 | -0.027 | 0.121 | -0.032 | 0.667 | 0.000 | 0.000 |
| shown_by_days | -0.010 | 0.778 | -0.162 | 0.305 | 1.000 | -0.117 | 0.078 | 0.105 | 0.031 | -0.007 | -0.225 | 0.085 | 0.100 | -0.141 | 0.187 | 0.062 | 0.188 | 0.079 | 0.430 | 0.476 | 0.476 |
| distance | 0.001 | -0.027 | 0.057 | -0.147 | -0.117 | 1.000 | 0.230 | 0.047 | 0.117 | 0.100 | 0.183 | 0.001 | 0.042 | 0.144 | 0.013 | 0.134 | 0.062 | 0.125 | 0.272 | 0.000 | 0.000 |
| region_square | 0.028 | 0.152 | -0.006 | 0.052 | 0.078 | 0.230 | 1.000 | 0.279 | 0.148 | 0.654 | 0.395 | 0.041 | -0.091 | 0.520 | -0.013 | 0.619 | 0.085 | 0.578 | 0.533 | 0.964 | 0.964 |
| population | -0.041 | 0.159 | 0.068 | 0.178 | 0.105 | 0.047 | 0.279 | 1.000 | 0.867 | -0.053 | -0.057 | 0.003 | -0.255 | 0.101 | 0.015 | 0.303 | -0.087 | 0.281 | 0.590 | 0.856 | 0.856 |
| grp | -0.051 | 0.053 | 0.117 | 0.102 | 0.031 | 0.117 | 0.148 | 0.867 | 1.000 | -0.067 | -0.113 | -0.010 | -0.171 | 0.132 | 0.149 | 0.377 | 0.034 | 0.360 | 0.716 | 0.747 | 0.747 |
| criminality | 0.034 | 0.057 | -0.025 | 0.008 | -0.007 | 0.100 | 0.654 | -0.053 | -0.067 | 1.000 | 0.262 | 0.047 | 0.068 | 0.231 | 0.037 | 0.355 | 0.157 | 0.314 | 0.493 | 0.962 | 0.962 |
| km_to_msk | 0.073 | -0.188 | -0.042 | -0.283 | -0.225 | 0.183 | 0.395 | -0.057 | -0.113 | 0.262 | 1.000 | -0.027 | -0.453 | 0.687 | -0.557 | 0.416 | -0.485 | 0.387 | 0.508 | 0.932 | 0.932 |
| km_to_region_capital | 0.039 | -0.012 | -0.099 | -0.076 | 0.085 | 0.001 | 0.041 | 0.003 | -0.010 | 0.047 | -0.027 | 1.000 | 0.066 | -0.027 | 0.057 | -0.015 | 0.074 | 0.004 | 0.591 | 0.400 | 0.400 |
| cadastral_lat | -0.104 | 0.041 | -0.010 | 0.174 | 0.100 | 0.042 | -0.091 | -0.255 | -0.171 | 0.068 | -0.453 | 0.066 | 1.000 | -0.337 | 0.976 | -0.325 | 0.970 | -0.235 | 0.221 | 0.768 | 0.768 |
| cadastral_long | 0.112 | -0.097 | 0.016 | -0.424 | -0.141 | 0.144 | 0.520 | 0.101 | 0.132 | 0.231 | 0.687 | -0.027 | -0.337 | 1.000 | -0.303 | 0.992 | -0.276 | 0.967 | 0.391 | 0.824 | 0.824 |
| region_lat | -0.042 | 0.172 | -0.056 | 0.159 | 0.187 | 0.013 | -0.013 | 0.015 | 0.149 | 0.037 | -0.557 | 0.057 | 0.976 | -0.303 | 1.000 | -0.037 | 0.921 | 0.001 | 0.403 | 0.808 | 0.808 |
| region_long | 0.065 | 0.058 | 0.026 | -0.027 | 0.062 | 0.134 | 0.619 | 0.303 | 0.377 | 0.355 | 0.416 | -0.015 | -0.325 | 0.992 | -0.037 | 1.000 | 0.056 | 0.990 | 0.581 | 0.950 | 0.950 |
| region_capital_lat | -0.058 | 0.131 | -0.019 | 0.121 | 0.188 | 0.062 | 0.085 | -0.087 | 0.034 | 0.157 | -0.485 | 0.074 | 0.970 | -0.276 | 0.921 | 0.056 | 1.000 | 0.069 | 0.444 | 0.966 | 0.966 |
| region_capital_long | 0.071 | 0.073 | -0.013 | -0.032 | 0.079 | 0.125 | 0.578 | 0.281 | 0.360 | 0.314 | 0.387 | 0.004 | -0.235 | 0.967 | 0.001 | 0.990 | 0.069 | 1.000 | 0.529 | 0.966 | 0.966 |
| seller_name | 0.000 | 0.402 | 0.000 | 0.667 | 0.430 | 0.272 | 0.533 | 0.590 | 0.716 | 0.493 | 0.508 | 0.591 | 0.221 | 0.391 | 0.403 | 0.581 | 0.444 | 0.529 | 1.000 | 0.443 | 0.443 |
| region_capital | 0.000 | 0.286 | 0.000 | 0.000 | 0.476 | 0.000 | 0.964 | 0.856 | 0.747 | 0.962 | 0.932 | 0.400 | 0.768 | 0.824 | 0.808 | 0.950 | 0.966 | 0.966 | 0.443 | 1.000 | 1.000 |
| region_capital_geocode | 0.000 | 0.286 | 0.000 | 0.000 | 0.476 | 0.000 | 0.964 | 0.856 | 0.747 | 0.962 | 0.932 | 0.400 | 0.768 | 0.824 | 0.808 | 0.950 | 0.966 | 0.966 | 0.443 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| asset_id | views | publication_date | contact_name | seller_name | square | price_value | cadastral_geocode | region_geocode | shown_by_days | distance | region_square | population | region_capital | grp | criminality | km_to_msk | region_capital_geocode | km_to_region_capital | cadastral_lat | cadastral_long | region_lat | region_long | region_capital_lat | region_capital_long | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 814114.0 | 1535.0 | 15 ноября 2022 | Контактный Центр Банка | Банк ВТБ (ПАО) | NaN | 48700000.0 | NaN | [55.6711507, 37.2727963] | 64.884407 | NaN | 44329.0 | 8542257.0 | Москва | 4201.8 | 72.9 | 23.785924 | [55.7504461, 37.6174943] | NaN | NaN | NaN | 55.671151 | 37.272796 | 55.750446 | 37.617494 |
| 1 | 641505.0 | 2311.0 | 31 марта 2022 | Гаас Александра Георгиевна | Физическое лицо | 25111.0 | 145500000.0 | [51.94720028246027, 84.88831594503662] | [51.9931851, 84.9819571] | 293.884407 | 8.221511 | 167996.0 | 2154932.0 | Барнаул | 550.0 | 130.8 | 3077.808288 | [53.347402, 83.7784496] | 172.971129 | 51.947200 | 84.888316 | 51.993185 | 84.981957 | 53.347402 | 83.778450 |
| 2 | 169347.0 | 466.0 | 18 апреля 2022 | Брюнель Ева Жисленовна | Физическое лицо | 50574.0 | 4500000.0 | [56.77190698765615, 38.88962726762723] | [56.80208355, 38.64899133747492] | 275.884407 | 15.086412 | 36177.0 | 1205637.0 | Ярославль | 560.6 | 105.1 | 137.376612 | [57.6263877, 39.8933705] | 112.852414 | 56.771907 | 38.889627 | 56.802084 | 38.648991 | 57.626388 | 39.893371 |
| 3 | 899895.0 | 1286.0 | 25 июня 2022 | Плесняев Александр Александрович | Плесняев Александр Александрович | 504500.0 | 23450000.0 | [55.73199800626753, 35.340751735565306] | [55.506478, 36.0213092] | 207.884407 | 49.688507 | 44329.0 | 8542257.0 | Москва | 4201.8 | 72.9 | 142.859455 | [55.7504461, 37.6174943] | 143.008314 | 55.731998 | 35.340752 | 55.506478 | 36.021309 | 55.750446 | 37.617494 |
| 4 | 269183.0 | 1057.0 | 17 июня 2022 | Беликин Иван Владимирович | Беликин Иван Владимирович | 10000.0 | 320000000.0 | [55.7008175028533, 37.02131098410721] | [55.6711507, 37.2727963] | 215.884407 | 16.159018 | 44329.0 | 8542257.0 | Москва | 4201.8 | 72.9 | 37.925763 | [55.7504461, 37.6174943] | 37.865816 | 55.700818 | 37.021311 | 55.671151 | 37.272796 | 55.750446 | 37.617494 |
| 5 | 621582.0 | 812.0 | 15 марта 2021 | Остроухова Алла | ПАО Сбербанк | 2400.0 | 136000.0 | [47.34721090904763, 39.57702065464689] | [47.370534899999996, 39.46597632166487] | 674.884407 | 8.780511 | 100967.0 | 4192322.0 | Ростов-на-Дону | 1446.2 | 104.8 | 945.986855 | [47.2216548, 39.7096061] | 17.188847 | 47.347211 | 39.577021 | 47.370535 | 39.465976 | 47.221655 | 39.709606 |
| 6 | 763916.0 | 590.0 | 15 марта 2021 | Остроухова Алла | ПАО Сбербанк | 2400.0 | 119600.0 | [47.34776296813592, 39.57636617315176] | [47.370534899999996, 39.46597632166487] | 674.884407 | 8.715216 | 100967.0 | 4192322.0 | Ростов-на-Дону | 1446.2 | 104.8 | 945.919544 | [47.2216548, 39.7096061] | 17.267553 | 47.347763 | 39.576366 | 47.370535 | 39.465976 | 47.221655 | 39.709606 |
| 7 | 534792.0 | 533.0 | 15 марта 2021 | Остроухова Алла | ПАО Сбербанк | 2400.0 | 136000.0 | [47.34693528804215, 39.577344682351224] | [47.370534899999996, 39.46597632166487] | 674.884407 | 8.812996 | 100967.0 | 4192322.0 | Ростов-на-Дону | 1446.2 | 104.8 | 946.020434 | [47.2216548, 39.7096061] | 17.149674 | 47.346935 | 39.577345 | 47.370535 | 39.465976 | 47.221655 | 39.709606 |
| 8 | 722101.0 | 584.0 | 15 марта 2021 | Остроухова Алла | ПАО Сбербанк | 2400.0 | 103200.0 | [47.347486693136666, 39.576694736564505] | [47.370534899999996, 39.46597632166487] | 674.884407 | 8.747939 | 100967.0 | 4192322.0 | Ростов-на-Дону | 1446.2 | 104.8 | 945.953239 | [47.2216548, 39.7096061] | 17.228119 | 47.347487 | 39.576695 | 47.370535 | 39.465976 | 47.221655 | 39.709606 |
| 9 | 255031.0 | 532.0 | 15 марта 2021 | Остроухова Алла | ПАО Сбербанк | 2400.0 | 119600.0 | [47.34611207788003, 39.578309974320206] | [47.370534899999996, 39.46597632166487] | 674.884407 | 8.910165 | 100967.0 | 4192322.0 | Ростов-на-Дону | 1446.2 | 104.8 | 946.120704 | [47.2216548, 39.7096061] | 17.032783 | 47.346112 | 39.578310 | 47.370535 | 39.465976 | 47.221655 | 39.709606 |
| asset_id | views | publication_date | contact_name | seller_name | square | price_value | cadastral_geocode | region_geocode | shown_by_days | distance | region_square | population | region_capital | grp | criminality | km_to_msk | region_capital_geocode | km_to_region_capital | cadastral_lat | cadastral_long | region_lat | region_long | region_capital_lat | region_capital_long | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 822 | 881953.0 | 284.0 | 21 мая 2021 | Коваленко Александр Ан | АО "Россельхозбанк" | 1577.0 | 8297248.0 | 'bool' object is not subscriptable | [56.1345574, 38.85192758087219] | 607.884408 | NaN | 29084.0 | 1342235.0 | Владимир | 440.5 | 91.1 | 87.684679 | [56.1288899, 40.4075203] | NaN | NaN | NaN | 56.134557 | 38.851928 | 56.128890 | 40.407520 |
| 823 | 129969.0 | 97.0 | 21 мая 2021 | Сысоева Оксана | ПАО Сбербанк | 50200.0 | 1400000.0 | [47.26573931064377, 39.60212825367861] | [47.370534899999996, 39.46597632166487] | 607.884408 | 15.546689 | 100967.0 | 4192322.0 | Ростов-на-Дону | 1446.2 | 104.8 | 955.215166 | [47.2216548, 39.7096061] | 9.499118 | 47.265739 | 39.602128 | 47.370535 | 39.465976 | 47.221655 | 39.709606 |
| 824 | 817823.0 | 889.0 | 21 мая 2021 | Сотрудник ПАО Сбербанк | ПАО Сбербанк | 0.0 | 152158.0 | [55.33725071485237, 45.750579887330844] | NaN | 607.884408 | NaN | 76624.0 | 3108918.0 | Нижний Новгород | 1367.5 | 96.0 | 515.357323 | [56.3264816, 44.0051395] | 155.212188 | 55.337251 | 45.750580 | NaN | NaN | 56.326482 | 44.005139 |
| 825 | 893392.0 | 273.0 | 20 мая 2021 | Коваленко Александр Ан | АО "Россельхозбанк" | 1452.0 | 10183939.0 | [56.219598046418646, 38.82971559603704] | [56.1345574, 38.85192758087219] | 608.884408 | 9.568819 | 29084.0 | 1342235.0 | Владимир | 440.5 | 91.1 | 91.312190 | [56.1288899, 40.4075203] | 98.517102 | 56.219598 | 38.829716 | 56.134557 | 38.851928 | 56.128890 | 40.407520 |
| 826 | 595554.0 | 285.0 | 20 мая 2021 | Коваленко Александр Ан | АО "Россельхозбанк" | 1543.0 | 10822193.0 | [56.21937001369826, 38.829364808205405] | [56.1345574, 38.85192758087219] | 608.884408 | 9.546868 | 29084.0 | 1342235.0 | Владимир | 440.5 | 91.1 | 91.280048 | [56.1288899, 40.4075203] | 98.536464 | 56.219370 | 38.829365 | 56.134557 | 38.851928 | 56.128890 | 40.407520 |
| 827 | 691104.0 | 269.0 | 20 мая 2021 | Коваленко Александр Ан | АО "Россельхозбанк" | 1527.0 | 10709963.0 | [56.21913602478085, 38.82900562858026] | [56.1345574, 38.85192758087219] | 608.884408 | 9.524407 | 29084.0 | 1342235.0 | Владимир | 440.5 | 91.1 | 91.247107 | [56.1288899, 40.4075203] | 98.556292 | 56.219136 | 38.829006 | 56.134557 | 38.851928 | 56.128890 | 40.407520 |
| 828 | 630263.0 | 279.0 | 20 мая 2021 | Коваленко Александр Ан | АО "Россельхозбанк" | 1321.0 | 9265136.0 | [56.220926330893064, 38.83048310378695] | [56.1345574, 38.85192758087219] | 608.884408 | 9.708539 | 29084.0 | 1342235.0 | Владимир | 440.5 | 91.1 | 91.433379 | [56.1288899, 40.4075203] | 98.483280 | 56.220926 | 38.830483 | 56.134557 | 38.851928 | 56.128890 | 40.407520 |
| 829 | 177552.0 | 281.0 | 20 мая 2021 | Коваленко Александр Ан | АО "Россельхозбанк" | 1676.0 | 11755032.0 | [56.21983629294916, 38.8300820194728] | [56.1345574, 38.85192758087219] | 608.884408 | 9.591824 | 29084.0 | 1342235.0 | Владимир | 440.5 | 91.1 | 91.345769 | [56.1288899, 40.4075203] | 98.496885 | 56.219836 | 38.830082 | 56.134557 | 38.851928 | 56.128890 | 40.407520 |
| 830 | 841885.0 | 610.0 | 11 мая 2021 | Нуриев Эдуард Рамзилович | АО "Россельхозбанк" | 150100.0 | 226651.0 | [55.822853130025955, 52.73092958759532] | [55.682141200000004, 52.09069161386946] | 617.884408 | 43.145711 | 67847.0 | 4000084.0 | Казань | 2469.2 | 102.1 | 946.305150 | [55.7823547, 49.1242266] | 226.197191 | 55.822853 | 52.730930 | 55.682141 | 52.090692 | 55.782355 | 49.124227 |
| 831 | 419254.0 | 461.0 | 22 апреля 2021 | Самойленко Денис Сергеевич | ПАО Сбербанк | 10000.0 | 8270000.0 | [57.14073651577907, 33.14393000643601] | [57.1557583, 33.1013213] | 636.884408 | 3.074139 | 84201.0 | 1226038.0 | Тверь | 441.7 | 130.5 | 315.461761 | [56.8596713, 35.89524161906262] | 170.094175 | 57.140737 | 33.143930 | 57.155758 | 33.101321 | 56.859671 | 35.895242 |